PySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data

17 Apr 2020 Brian M. de Silva Kathleen Champion Markus Quade Jean-Christophe Loiseau J. Nathan Kutz Steven L. Brunton

PySINDy is a Python package for the discovery of governing dynamical systems models from data. In particular, PySINDy provides tools for applying the sparse identification of nonlinear dynamics (SINDy) (Brunton et al. 2016) approach to model discovery... (read more)

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  • DYNAMICAL SYSTEMS
  • COMPUTATIONAL PHYSICS